ISPRS Journal of Photogrammetry and Remote Sensing

Article	Citations
Editorial Board	1223
Simultaneous planning of standpoints and routing for laser scanning of buildings with network redundancy	529
Editorial Board	356
MGCNet: Multi-granularity consensus network for remote sensing image correspondence pruning	287
Mapping melliferous tree species in Kenya via one-class classification with hyperspectral unsupervised domain adaptation	252
Cross-scene target detection based on feature adaptation and uncertainty-aware pseudo-label learning for high resolution SAR images	224
TRSP: Texture reconstruction algorithm driven by prior knowledge of ground object types	224
Cloud-based satellite remote sensing for enhancing seagrass monitoring and ecosystem management	208
URSimulator: Human-perception-driven prompt tuning for enhanced virtual urban renewal via diffusion models	186
MOL: Towards accurate weakly supervised remote sensing object detection via Multi-view nOisy Learning	175
Global mapping of tidal wetlands and adjacent environments using tidal analysis and multi-source Earth observations	172
PylonModeler: A hybrid-driven 3D reconstruction method for power transmission pylons from LiDAR point clouds	171
A multi-modal garden dataset and hybrid 3D dense reconstruction framework based on panoramic stereo images for a trimming robot	166
UAV-based monocular 3D panoptic mapping for fruit shape completion in orchard	164
A semi-supervised multi-temporal landslide and flash flood event detection methodology for unexplored regions using massive satellite image time series	162
BUD: Band-limited uncalibrated detector of environmental changes for InSAR monitoring framework	141
Assisted learning for land use classification: The important role of semantic correlation between heterogeneous images	134
Editorial Board	127
Uncertainty quantification framework for aerial and UAV photogrammetry through error propagation	126
Deep shared proxy construction hashing for cross-modal remote sensing image fast target retrieval	125
Mapping intertidal topographic changes in a highly turbid estuary using dense Sentinel-2 time series with deep learning	123
Mapping annual center-pivot irrigated cropland in Brazil during the 1985–2021 period with cloud platforms and deep learning	120
DALI-SLAM: Degeneracy-aware LiDAR-inertial SLAM with novel distortion correction and accurate multi-constraint pose graph optimization	116
Height estimation from monocular aerial images using convolutional multi-scale and transformer coupling network (CMT)	115
VecMapLocNet: Vision-based UAV localization using vector maps in GNSS-denied environments	115

LiDAR remote sensing meets weak supervision: Concepts, methods, and perspectives	113
Advancements in satellite-based methane point source monitoring: A systematic review	113
Improving autonomous detection in dynamic environments with robust monocular thermal SLAM system	110
Toulouse Hyperspectral Data Set: A benchmark data set to assess semi-supervised spectral representation learning and pixel-wise classification techniques	109
Remote sensing image classification using an ensemble framework without multiple classifiers	108
PolyBuilding: Polygon transformer for building extraction	105
Research on adaptive ocean remote sensing target detection framework: An efficient solution based on the broad learning system	104
A full resolution deep learning network for paddy rice mapping using Landsat data	104
AWDA: Adversarial and Weighted Domain Adaptation for cross-dataset change detection	102
Total solution for simultaneous pose and correspondence estimation of drone images in urban environments	102
Scattering power components from dual-pol Sentinel-1 SLC and GRD SAR data	101
Land use classification over smallholding areas in the European Common Agricultural Policy framework	97
Editorial Board	96
Efficient structure from motion for UAV images via anchor-free parallel merging	95
Geo-R1: Improving few-shot geospatial referring expression understanding with reinforcement fine-tuning	94
LoveNAS: Towards multi-scene land-cover mapping via hierarchical searching adaptive network	94
Joint block adjustment and variational optimization for global and local radiometric normalization toward multiple remote sensing image mosaicking	93
Multimodal mathematical reasoning embedded in aerial vehicle imagery: Benchmarking, analysis, and exploration	92
Mangrove mapping in China using Gaussian mixture model with a novel mangrove index (SSMI) derived from optical and SAR imagery	91
Multimodal image matching: A scale-invariant algorithm and an open dataset	89
Incremental multi temporal InSAR analysis via recursive sequential estimator for long-term landslide deformation monitoring	89
Prior knowledge-informed semantic segmentation framework for precise glacial lake mapping from multimodal imagery	89
Solar-induced chlorophyll fluorescence captures photosynthetic phenology better than traditional vegetation indices	88
A feature selection method for multimodal multispectral LiDAR sensing	88
Global urban high-resolution scene classification via uncertainty-aware domain generalization	87
A linear pushbroom satellite image epipolar resampling method for digital surface model generation	87
Chat3D: Interactive understanding 3D scene-level point clouds by chatting with foundation model for urban ecological construction	85
SDCluster: A clustering based self-supervised pre-training method for semantic segmentation of remote sensing images	84
SP-KAN: Sparse-sine perception Kolmogorov–Arnold networks for infrared small target detection	84
A continuous digital elevation representation model for DEM super-resolution	84
HCTO: Optimality-aware LiDAR inertial odometry with hybrid continuous time optimization for compact wearable mapping system	83
A self-supervised remote sensing image fusion framework with dual-stage self-learning and spectral super-resolution injection	83
Sentinel-2 sampling design and reference fire perimeters to assess accuracy of Burned Area products over Sub-Saharan Africa for the year 2019	83
Real-time citywide reconstruction of traffic flow from moving cameras on lightweight edge devices	81
GITomo-Net: Geometry-independent deep learning imaging method for SAR tomography	81
HiSup: Accurate polygonal mapping of buildings in satellite imagery with hierarchical supervision	81
Breaking the resolution barrier: A low-to-high network for large-scale high-resolution land-cover mapping using low-resolution labels	80
HD-Net: High-resolution decoupled network for building footprint extraction via deeply supervised body and boundary decomposition	80
Point2Building: Reconstructing buildings from airborne LiDAR point clouds	79
Fusion of aerial, MMS and backpack images and point clouds for optimized 3D mapping in urban areas	79
Quantifying the impact of urban trees on land surface temperature in global cities	79
Supervised and self-supervised learning-based cascade spatiotemporal fusion framework and its application	79
BGSNet: A boundary-guided Siamese multitask network for semantic change detection from high-resolution remote sensing images	78
EnBoT-SORT: Hierarchical fusion-association tracking with pseudo-sample generation for dense thermal infrared UAVs	77
Unifying remote sensing change detection via deep probabilistic change models: From principles, models to applications	77
Aligning semantic distribution in fusing optical and SAR images for land use classification	77
Annual winter wheat mapping for unveiling spatiotemporal patterns in China with a knowledge-guided approach and multi-source datasets	77
Automatic silo axis detection from RGB-D sensor data for content monitoring	76
Editorial Board	76
Editorial Board	76

Repairing geometric errors in 3D urban models with kinetic data structures	76
How does missing-modality affect cross-domain remote sensing image classification: A synergistic inter-modal proxy fine-tuning solution	74
Editorial Board	73
Meta Feature Disentanglement under continuous-valued domain modeling for generalizable remote sensing image segmentation on unseen domains	72
Evaluating saliency scores in point clouds of natural environments by learning surface anomalies	71
Three-dimensional reconstruction of shallow seabed topographic surface based on fusion of side-scan sonar and echo sounding data	71
Corrigendum to “Validating GEDI tree canopy cover product across forest types using co-registered aerial LiDAR data” [ISPRS J. Photogramm. Remote Sens. 207 (2024) 326–337]	70
GaussianCraft: Fine-grained 3D Gaussians for efficient large-scene surface reconstruction	69
A unified probabilistic framework of robust and efficient color consistency correction for multiple images	69
ReCuSum: A polyvalent method to monitor tropical forest disturbances	69
Semantic BIM enrichment for firefighting assets: Fire-ART dataset and panoramic image-based 3D reconstruction	68
Teaching in adverse scenes: a statistically feedback-driven threshold and mask adjustment teacher-student framework for object detection in UAV images under adverse scenes	68
FO-Net: An advanced deep learning network for individual tree identification using UAV high-resolution images	67
Hierarchical alignment network for domain adaptive object detection in aerial images	67
FineCrop: Mapping fine-grained crops using class-aware feature decoupling and parcel-aware class rebalancing with Sentinel-2 time series	67
AMSCF-Net: An adaptive multi-scale cost fusion stereo network for high-quality disparity estimation	66
Progressive fusion learning: A multimodal joint segmentation framework for building extraction from optical and SAR images	66
Spatial-spectral adaptive generalization driven high-precision BRDF modeling for extensible areas using UAV-Borne remote sensing	66
Cross-scene wetland mapping on hyperspectral remote sensing images using adversarial domain adaptation network	65
PSO-based fine polarimetric decomposition for ship scattering characterization	65
Unveiling China’s natural and planted forest spatial–temporal dynamics from 1990 to 2020	65
Learning transferable land cover semantics for open vocabulary interactions with remote sensing images	64
Mapping China’s planted forests using high resolution imagery and massive amounts of crowdsourced samples	64
Mineral detection based on hyperspectral remote sensing imagery on Mars: From detection methods to fine mapping	63
geeSEBAL-MODIS: Continental-scale evapotranspiration based on the surface energy balance for South America	63
Deforestation detection using a spatio-temporal deep learning approach with synthetic aperture radar and multispectral images	63
MMFF: Multiview and multi-level feature fusion method within limited sample conditions for SAR image target recognition	63
A boundary-aware point clustering approach in Euclidean and embedding spaces for roof plane segmentation	63
Heterogeneous graph neural networks for building attribute prediction from hierarchical urban features and cross-view imagery	63
Landsat assessment of variable spectral recovery linked to post-fire forest structure in dry sub-boreal forests	63
Enabling country-scale land cover mapping with meter-resolution satellite imagery	62
Superpixel-aware credible dual-expert learning for land cover mapping using historical land cover product	62
Editorial Board	61
Rapid survey method for large-scale outdoor surveillance cameras using binary space partitioning	61
Characterizing annual dynamics of urban form at the horizontal and vertical dimensions using long-term Landsat time series data	61
Pose-graph optimization for efficient tie-point matching and 3D scene reconstruction from oblique UAV images	61
A survey of publicly available multi-temporal point cloud datasets	60
On the automatic quality assessment of annotated sample data for object extraction from remote sensing imagery	60
Methods and datasets on semantic segmentation for Unmanned Aerial Vehicle remote sensing images: A review	59
Developing a sub-meter phenological spectral feature for mapping poplars and willows in urban environment	59
Integration of microwave satellite soil moisture products in the contextual surface temperature-vegetation index models for spatially continuous evapotranspiration estimation	59
RoofX-Net: A tailored approach to accurate multi-type rooftop segmentation in remote sensing images using edge and scale awareness	58
Towards automated laser triangulation with stereo and planar constraints in refractive environments	58
Synthetic learning for primitive-based building model reconstruction from point clouds	58
A Spatially Masked Adaptive Gated Network for multimodal post-flood water extent mapping using SAR and incomplete multispectral data	57
AdaTreeFormer: Few shot domain adaptation for tree counting from a single high-resolution image	57
MuSRFM: Multiple scale resolution fusion based precise and robust satellite derived bathymetry model for island nearshore shallow water regions using sentinel-2 multi-spectral imagery	56
Instance recognition of street trees from urban point clouds using a three-stage neural network	56
Colour-informed ecoregion analysis highlights a satellite capability gap for spatially and temporally consistent freshwater cyanobacteria monitoring	56
Mapping aboveground tree biomass and uncertainty using an upscaling approach: A case study of the larch forests in northeastern China using UAV laser scanning data	56
Bridging semantics and geometry: A decoupled LVLM–SAM framework for reasoning segmentation in optical remote sensing	56
Continuous monitoring and sub-annual change detection in high-latitude forests using Harmonized Landsat Sentinel-2 data	56
Guidance disentanglement network for Optics-Guided thermal UAV image super-resolution	56
Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs	55
Paved or unpaved? A deep learning derived road surface global dataset from mapillary street-view imagery	55
A 2D/3D multimodal data simulation approach with applications on urban semantic segmentation, building extraction and change detection	55
Unrestricted region and scale: Deep self-supervised building mapping framework across different cities from five continents	55
BEDI: a comprehensive benchmark for evaluating embodied agents on UAVs	55
Enhancing LiDAR place recognition in challenging environments using Retrieval-Trigger-Reranking paradigm	54
Small object change detection in UAV imagery via a Siamese network enhanced with temporal mutual attention and contextual features: A case study concerning solar water heaters	54
Multimodal ensemble of UAV-borne hyperspectral, thermal, and RGB imagery to identify combined nitrogen and water deficiencies in field-grown sesame	52
A novel method for remote sensing phycocyanin leveraging optical classification and an integrated machine learning algorithm	52
Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley	52
FLAIR-HUB: Large-scale multimodal dataset for land cover and crop mapping	52
Semi-supervised thin cloud removal with mutually beneficial guides	52
Toward Automated and Comprehensive Walkability Audits with Street View Images: Leveraging Virtual Reality for Enhanced Semantic Segmentation	52
A novel airborne TomoSAR 3-D focusing method for accurate ice thickness and glacier volume estimation	52
Estimation of grain protein content in commercial bread and durum wheat fields via traits inverted by radiative transfer modelling from Sentinel-2 timeseries	51
A revision of NASA SeaDAS atmospheric correction algorithm over turbid waters with artificial Neural Networks estimated remote-sensing reflectance in the near-infrared	51
3D reconstruction and characterization of cotton bolls in situ based on UAV technology	51
Atmospheric-correction-free red tide quantification algorithm for GOCI based on machine learning combined with a radiative transfer simulation	51
GAT-LSTM: A feature point management network with graph attention for feature-based visual SLAM in dynamic environments	51
Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment	50
Editorial Board	49
Task interleaving and orientation estimation for high-precision oriented object detection in aerial images	49
Polarimetric second-moment response: A target characterization benchmark and its application in ship structure recognition	49
A novel framework for river organic carbon retrieval through satellite data and machine learning	49
EGDE-Net: A building change detection method for high-resolution remote sensing imagery based on edge guidance and differential enhancement	49
A practical method for angular normalization of global MODIS land surface temperature over vegetated surfaces	48
Realistic virtual forests for understanding forest disturbances and recovery from space	48

Self-calibration of terrestrial laser scanner using a M3C2-based planar patch algorithm	48
Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification	48
Efficient feature matching for UAV images based on compact GPU data scheduling	47
An automatic approach for tree species detection and profile estimation of urban street trees using deep learning and Google street view images	46
AiTARs-Net: A novel network for detecting arbitrary-oriented transverse aeolian ridges from Tianwen-1 HiRIC images	46
Contextual boundary-aware network for semantic segmentation of complex land transportation point cloud scenes	46
National mapping of wetland vegetation leaf area index in China using hybrid model with Sentinel-2 and Landsat-8 data	46
A geometric Cross-Propagation-Calibration method for SAR constellation based on the graph theory	46
AdaptVFMs-RSCD: Advancing Remote Sensing Change Detection from binary to semantic with SAM and CLIP	45
Near-surface air temperature estimation for areas with sparse observations based on transfer learning	45
Multisensor approach to land use and land cover mapping in Brazilian Amazon	45
A hierarchical multiview registration framework of TLS point clouds based on loop constraint	45
Lightweight relative map-matching with slope-aware multi-level ground constraints for accurate and robust urban localization	45
Semantic change detection using a hierarchical semantic graph interaction network from high-resolution remote sensing images	45
Historical mapping of rice fields in Japan using phenology and temporally aggregated Landsat images in Google Earth Engine	45
OpenFACADES: An open framework for architectural caption and attribute data enrichment via street view imagery	45
Two-step fusion method for generating 1 km seamless multi-layer soil moisture with high accuracy in the Qinghai-Tibet plateau	45
A novel method for robust marine habitat mapping using a kernelised aquatic vegetation index	45
Style and content separation network for remote sensing image cross-scene generalization	45
A LiDAR-based single-shot global localization solution using a cross-section shape context descriptor	45
Generalized few-shot object detection in remote sensing images	45
Detecting Marine pollutants and Sea Surface features with Deep learning in Sentinel-2 imagery	45
Deep learning with multi-scale temporal hybrid structure for robust crop mapping	44
Context-enhanced motion coherence modeling for global outlier rejection	44
A novel real-time matching and pose reconstruction method for low-overlap agricultural UAV images with repetitive textures	44
Improved cloudy-sky snow albedo estimates using passive microwave and VIIRS data	44
BoundED: Neural boundary and edge detection in 3D point clouds via local neighborhood statistics	44
A phenological-knowledge-independent method for automatic paddy rice mapping with time series of polarimetric SAR images	44
Combining optical and SAR satellite data to monitor coastline changes in the Black Sea	44
MLC-net: A sparse reconstruction network for TomoSAR imaging based on multi-label classification neural network	43
Strict rule-based automatic training data extraction using Mobile laser scanning in urban area	43
Unmixing-based radiometric and spectral harmonization for consistency of multi-sensor reflectance time-series data	43
Editorial Board	43
Satellite-observed first large-scale Sargassum bloom in the northern South China Sea	43
A novel knowledge-based multi-modal semi-supervised framework for 3D change detection and mining volume estimation in open-pit mines using GF7 satellite images	42
Multi-echo hyperspectral reflectance extraction method based on full waveform hyperspectral LiDAR	42
LVIMOT: Accurate and robust LiDAR-visual-inertial localization and multi-object tracking in dynamic environments via tightly coupled integration	42
Generalized spatio-temporal-spectral integrated fusion for soil moisture downscaling	42
Corrigendum to “SmartQSM: a novel quantitative structure model using sparse-convolution-based point cloud contraction for reconstruction and analysis of individual tree architecture” [ISPRS J. Photogr	42
CIDM: A comprehensive inpainting diffusion model for missing weather radar data with knowledge guidance	42
Unsupervised classification of polarimetric SAR images via SV	42
Remote sensing image dehazing: A systematic review of progress, challenges, and prospects	41
PKS: A photogrammetric key-frame selection method for visual-inertial systems built on ORB-SLAM3	41
Beyond the surface: machine learning uncovers ENSO’s hidden and contrasting impacts on phytoplankton vertical structure	41
Identifying active retrogressive thaw slumps from ArcticDEM	41
Pano2Geo: An efficient and robust building height estimation model using street-view panoramas	41
Retraction notice to “Transformer-induced graph reasoning for multimodal semantic segmentation in remote sensing” [ISPRS J. Photogramm. Remote Sens. 193 (2022) 90-103]	41
Linking hyperspectral remote sensing and tree hydraulic functioning for pre-emergence detection of bark beetle infestations	41
Predictability of Earth’s greenness	41
A hybrid image segmentation method for building extraction from high-resolution RGB images	41
Global Streetscapes — A comprehensive dataset of 10 million street-level images across 688 cities for urban science and analytics	40
MOSAIC-Tracker: Mutual-enhanced Occlusion-aware Spatiotemporal Adaptive Identity Consistency network for aerial multi-object tracking	40
Estimation of building height using a single street view image via deep neural networks	40
PolyR-CNN: R-CNN for end-to-end polygonal building outline extraction	40
Tidal flat topography mapping with Sentinel time series using cross-modal sample transfer and deep learning	40
A novel soybean mapping index within the global optimal time window	39
DPF-Net: Physical imaging model embedded data-driven underwater image enhancement	39
TSI-Siamnet: A Siamese network for cloud and shadow detection based on time-series cloudy images	39
An efficient urban flood mapping framework towards disaster response driven by weakly supervised semantic segmentation with decoupled training samples	39
IRSD-DETR: A lightweight real-time detection transformer for infrared ship detection	39
TUM2TWIN: Introducing the large-scale multimodal urban digital twin benchmark dataset	39
Scales of oblique photographs updated	39
Utilising Sentinel-1’s orbital stability for efficient pre-processing of sigma nought backscatter	39
Unsupervised domain adaptation for SAR target classification based on domain- and class-level alignment: From simulated to real data	39
Screening the stones of Venice: Mapping social perceptions of cultural significance through graph-based semi-supervised classification	39
CropSight: Towards a large-scale operational framework for object-based crop type ground truth retrieval using street view and PlanetScope satellite imagery	39
Editorial Board	38
Super resolution of historic Landsat imagery using a dual generative adversarial network (GAN) model with CubeSat constellation imagery for spatially enhanced long-term vegetation monitoring	38
Editorial Board	38
Improved multi-source remote sensing object detection network by geometry consistency constraint and Gaussian distribution alignment	38
Editorial Board	38
Editorial for special issue on “Innovations in SAR image analysis − From global mapping to high-resolution monitoring”☆	38
Blurry dense object extraction based on buffer parsing network for high-resolution satellite remote sensing imagery	37
Joint learning of frequency and spatial domains for dense image prediction	37
SGCA: A Scribble-Guided Cross-Attention framework for multimodal remote sensing change detection	37
Built-up area mapping using Sentinel-1 SAR data	37
Bias-aware learning for unbiased scene graph generation in remote sensing imagery	37
A cross-spatiotemporal weakly supervised framework for land cover classification: Generating temporally and spatially consistent land cover maps	37
Automatic recognition of earth rock embankment leakage based on UAV passive infrared thermography and deep learning	37
Word2Scene: Efficient remote sensing image scene generation with only one word via hybrid intelligence and low-rank representation	37
SinkSAM-Net: Knowledge-driven self-supervised sinkhole segmentation using topographic priors and Segment Anything Model	37
Adaptive water body detection: Integrating deep learning, normalised difference water index, and vector data for farm dam water monitoring with OmniWaterMask	36
Mapping of Chinese fir plantations and stand age distribution in China with time series data	36
Text-Guided Coarse-to-Fine Fusion Network for robust remote sensing visual question answering	36
PSSNet: Planarity-sensible Semantic Segmentation of large-scale urban meshes	36
UC–Change: a classification-based time series change detection technique for improved forest disturbance mapping using multi-sensor imagery	36
Characterising retrieval uncertainty of chlorophyll-a algorithms in oligotrophic and mesotrophic lakes and reservoirs	36
Pointwise deep learning for leaf-wood segmentation of tropical tree point clouds from terrestrial laser scanning	35
A satellite-field phenological bridging framework for characterizing community-level spring forest phenology using multi-scale satellite imagery	35
An attention-based multiscale transformer network for remote sensing image change detection	35
Bamboo classification based on GEDI, time-series Sentinel-2 images and whale-optimized, dual-channel DenseNet: A case study in Zhejiang province, China	35
A geographically weighted XGBoost framework for Pixel-Level modeling of vegetation responses using Multi-Source Earth Observation data	35
Modeling hydrous mineral distribution on Mars with extremely sparse data: A multi-scale spatial association modeling framework	35
Joint semantic–geometric learning for polygonal building segmentation from high-resolution remote sensing images	34
Global–local–global context-aware network for salient object detection in optical remote sensing images	34